from math import log

FREQUENCIES = {
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 "tp1": 3,
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 "tpa-induc": 8,
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 "tpa-treat": 3,
 "tpck": 4,
 "tpl-2": 8,
 "tpl-2-mediat": 1,
 "tpo": 9,
 "tpo-treat": 1,
 "tr2": 5,
 "tr2re-sv40": 4,
 "tracey": 2,
 "track": 1,
 "tract": 3,
 "tradd": 2,
 "tradit": 1,
 "traf1": 1,
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 "traf6": 5,
 "trail": 2,
 "tramp": 6,
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 "tramtrack": 1,
 "tran": 3,
 "tranfect": 1,
 "trans-act": 6,
 "trans-activ": 29,
 "trans-disulfid": 1,
 "trans-domin": 1,
 "trans-factor": 2,
 "trans-rotam": 1,
 "transact": 1,
 "transactiv": 166,
 "transactivator-induc": 1,
 "transcrib": 26,
 "transcript": 1746,
 "transcript-2/leukocyt": 1,
 "transcriptas": 2,
 "transcriptase-polymeras": 6,
 "transcription-6": 2,
 "transcription-depend": 2,
 "transcription-enhanc": 2,
 "transcription-independ": 3,
 "transcription-pcr": 3,
 "transcription-pcr-bas": 1,
 "transcription-polymeras": 2,
 "transcription/transl": 2,
 "transcriptionally-act": 1,
 "transdomin": 1,
 "transduc": 42,
 "transduct": 79,
 "transduction/transcript": 1,
 "transendotheli": 12,
 "transfect": 141,
 "transfectin": 1,
 "transfection-cocultiv": 1,
 "transfer": 12,
 "transferas": 5,
 "transform": 53,
 "transformation-rel": 1,
 "transgen": 28,
 "transgenesi": 1,
 "transgenic-mous": 1,
 "transient": 116,
 "transient-transfect": 3,
 "transit": 6,
 "translat": 31,
 "translation-depend": 1,
 "transloc": 139,
 "transmembran": 8,
 "transmigr": 3,
 "transmiss": 5,
 "transmit": 4,
 "transplant": 11,
 "transport": 1,
 "transrepress": 3,
 "transrepressor": 1,
 "transwel": 1,
 "trap": 2,
 "trapoxin": 2,
 "tre": 10,
 "tre-dna": 5,
 "tre-lik": 1,
 "tre1": 3,
 "treat": 35,
 "treatment": 160,
 "tri": 1,
 "trial": 3,
 "triangl": 1,
 "triepoxid": 1,
 "trifluoromethylketon": 3,
 "triflus": 9,
 "triflusal-tr": 1,
 "trigger": 49,
 "trimer": 1,
 "tripl": 3,
 "triplet": 1,
 "triplex": 4,
 "triptolid": 2,
 "trisubstitut": 1,
 "tritiat": 1,
 "trolox": 1,
 "trophic": 2,
 "trophoblast": 2,
 "tropic": 2,
 "trp": 4,
 "true": 3,
 "truli": 1,
 "truncat": 40,
 "trx": 1,
 "trypsin": 1,
 "trypsin-resist": 1,
 "ts": 6,
 "tsc": 2,
 "tsc2": 8,
 "tsh": 1,
 "tsh-r": 5,
 "tsp": 1,
 "tsst-1": 1,
 "ttk": 2,
 "tuber": 2,
 "tubercul": 2,
 "tuberculin": 1,
 "tuberculosi": 26,
 "tuberculosis-": 1,
 "tubulointerstitium": 1,
 "tumor": 166,
 "tumor-deriv": 3,
 "tumor-drain": 6,
 "tumor/growth": 1,
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 "tumour": 20,
 "tune": 1,
 "tur": 3,
 "turn": 14,
 "turner": 1,
 "turnov": 16,
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 "twentyfold": 1,
 "twist": 1,
 "two": 272,
 "two-": 8,
 "two-compon": 2,
 "two-fold": 1,
 "two-hybrid": 3,
 "two-phas": 1,
 "twofold": 3,
 "type": 264,
 "type-": 3,
 "type-1": 5,
 "type-2": 1,
 "type-i": 1,
 "type-specif": 13,
 "typhimurium": 3,
 "typic": 7,
 "tyr-113": 1,
 "tyr-128": 1,
 "tyrosin": 126,
 "tyrosine-bas": 2,
 "tyrosine-phosphoryl": 2,
 "tyrosine-protein": 1,
 "tyrosyl": 1,
 "tyrphostin": 2,
 "tzd": 1,
 "u": 1,
 "u-373": 3,
 "u-937": 30,
 "u-test": 1,
 "u.v": 1,
 "u/ml": 5,
 "u1": 24,
 "u2": 7,
 "u3": 6,
 "u9-iiib": 3,
 "u937": 112,
 "ubiquin": 1,
 "ubiquit": 33,
 "ubiquitin": 7,
 "ubiquitin-carri": 2,
 "ubiquitin-medi": 1,
 "ubiquitin-proteasom": 3,
 "ubiquitin-protein": 2,
 "ucsd-aml1": 2,
 "udg": 7,
 "ul55": 1,
 "ul75": 1,
 "ulcer": 1,
 "ulrich": 2,
 "ultim": 8,
 "ultrafiltr": 1,
 "umbil": 16,
 "unabl": 16,
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 "undefin": 3,
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 "undergo": 24,
 "underli": 28,
 "underlin": 2,
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 "unlabel": 2,
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 "unprim": 5,
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 "unrecogn": 4,
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 "unrespons": 4,
 "unstimul": 21,
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 "untransl": 3,
 "untreat": 8,
 "unusu": 3,
 "unwant": 1,
 "up": 28,
 "up-regul": 57,
 "uplngfr": 1,
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 "upregul": 57,
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 "uptak": 15,
 "ur": 1,
 "uracil-dna": 2,
 "ureter": 1,
 "us": 6,
 "usa": 4,
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 "use": 335,
 "usf": 4,
 "usf-rel": 1,
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 "ut-7": 16,
 "ut-7/gm": 2,
 "ut-7/gmt": 4,
 "uterin": 1,
 "uterus": 1,
 "util": 11,
 "uv": 15,
 "uv-": 1,
 "uv-induc": 3,
 "v": 4,
 "v-abl": 10,
 "v-atpas": 3,
 "v-fos": 2,
 "v-j": 1,
 "v-myb": 1,
 "v-rel": 2,
 "v-src": 4,
 "v-src-induc": 1,
 "v.b.": 1,
 "v.j.": 1,
 "v14rho": 4,
 "v3": 3,
 "v3-bh10": 6,
 "vaccin": 3,
 "vacuolar": 2,
 "vagin": 5,
 "vaginali": 8,
 "vaginosi": 1,
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 "valu": 7,
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 "vanad": 2,
 "vari": 12,
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 "varianc": 1,
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 "varieti": 43,
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 "vascular": 29,
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 "vasculit": 1,
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 "vav": 12,
 "vcam": 2,
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 "vd": 5,
 "vd-respons": 1,
 "vd3": 6,
 "vdj": 1,
 "vdr": 34,
 "vdr-retinoid": 2,
 "vdre": 2,
 "vector": 29,
 "vehicl": 1,
 "vein": 15,
 "venous": 2,
 "ventil": 10,
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 "veri": 29,
 "verifi": 2,
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 "version": 3,
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 "virus-long": 2,
 "virus-medi": 1,
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 "virus-uninfect": 1,
 "viscer": 1,
 "viscos": 1,
 "visibl": 2,
 "visual": 3,
 "vital": 1,
 "vitamin": 32,
 "vitd3": 9,
 "vitd3-": 2,
 "vitd3-treat": 1,
 "vitro": 179,
 "vitro-cultur": 1,
 "vitro-differenti": 2,
 "vitro-transl": 2,
 "vivo": 119,
 "vla-4/vcam-1": 1,
 "vogel": 1,
 "vol/vol": 1,
 "volum": 1,
 "volunt": 3,
 "von": 2,
 "vp16": 5,
 "vp16-mediat": 1,
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 "vpreb": 1,
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 "vwf": 1,
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 "west": 2,
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 "what": 3,
 "wheat": 2,
 "when": 152,
 "where": 25,
 "wherea": 30,
 "wherebi": 7,
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 "whi": 2,
 "which": 549,
 "while": 91,
 "whilst": 1,
 "white": 1,
 "who": 1,
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 "whose": 25,
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 "widespread": 2,
 "wild": 2,
 "wild-typ": 45,
 "wiley-liss": 1,
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 "wilm": 2,
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 "wortmannin": 2,
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 "wp": 7,
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 "x-ray": 2,
 "x-ray-treat": 2,
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 "xla": 1,
 "xp": 1,
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 "z-lll-h": 1,
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 "z29": 2,
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 "zeb": 2,
 "zebra": 9,
 "zebra-bind": 1,
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 "zeta": 9,
 "zhang": 3,
 "zidovudin": 1,
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 "zimmerman": 1,
 "zinc": 35,
 "zinc-fing": 7,
 "zinc-finger-encod": 1,
 "zip": 4,
 "zipper": 2,
 "zn": 1,
 "zn2+": 1,
 "zvad-fmk": 1,
 "zxda": 1,
 "zxdb": 1,
 "zymosan": 1,
}

FREQUENCIES_LOGARITHMIC = {}
for k, v in FREQUENCIES.items():
    FREQUENCIES_LOGARITHMIC[k] = log(v+1)
